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Beta regression for modeling beta-distributed dependent variables on the open unit interval (0, 1), e.g., rates and proportions, see Cribari-Neto and Zeileis (2010) <doi:10.18637/jss.v034.i02>. Moreover, extended-support beta regression models can accommodate dependent variables with boundary observations at 0 and/or 1. For the classical beta regression model, alternative specifications are provided: Bias-corrected and bias-reduced estimation, finite mixture models, and recursive partitioning for beta regression, see Grün, Kosmidis, and Zeileis (2012) <doi:10.18637/jss.v048.i11>.
Version: | 3.2-1 |
Depends: | R (≥ 3.6.0) |
Imports: | graphics, grDevices, methods, stats, flexmix, Formula, lmtest, modeltools, sandwich |
Suggests: | car, distributions3 (≥ 0.2.1), knitr, lattice, numDeriv, partykit, quarto, statmod, strucchange |
Published: | 2024-09-12 |
DOI: | 10.32614/CRAN.package.betareg |
Author: | Achim Zeileis [aut, cre], Francisco Cribari-Neto [aut], Bettina Grün [aut], Ioannis Kosmidis [aut], Alexandre B. Simas [ctb] (earlier version by), Andrea V. Rocha [ctb] (earlier version by) |
Maintainer: | Achim Zeileis <Achim.Zeileis at R-project.org> |
BugReports: | https://topmodels.R-Forge.R-project.org/betareg/contact.html |
License: | GPL-2 | GPL-3 |
URL: | https://topmodels.R-Forge.R-project.org/betareg/ |
NeedsCompilation: | yes |
Citation: | betareg citation info |
Materials: | README NEWS |
In views: | Econometrics, Psychometrics |
CRAN checks: | betareg results |
Reference manual: | betareg.pdf |
Vignettes: |
Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned (source, R code) Beta Regression in R (source, R code) |
Package source: | betareg_3.2-1.tar.gz |
Windows binaries: | r-devel: betareg_3.2-1.zip, r-release: betareg_3.2-1.zip, r-oldrel: betareg_3.2-0.zip |
macOS binaries: | r-release (arm64): betareg_3.2-1.tgz, r-oldrel (arm64): betareg_3.2-1.tgz, r-release (x86_64): betareg_3.2-1.tgz, r-oldrel (x86_64): betareg_3.2-1.tgz |
Old sources: | betareg archive |
Reverse depends: | mfx, robustbetareg |
Reverse imports: | betaBayes, BetaPASS, BiSeq, distreg.vis, DMRcaller, earlygating, ecoCopula, gcmr, ib, MarZIC, mecoturn, opticut, PASSED, plsRbeta, SetMethods, StepBeta, svycdiff |
Reverse suggests: | agridat, AICcmodavg, bayestestR, brmsmargins, broom, broom.helpers, clarify, DeclareDesign, dominanceanalysis, effects, ggeffects, ggstats, glmertree, insight, marginaleffects, MarginalMediation, mi, modelsummary, parameters, performance, rstanarm, RVAideMemoire, scITD, tidybulk, ZIBR |
Reverse enhances: | enrichwith, margins, MuMIn, prediction, stargazer, texreg |
Please use the canonical form https://CRAN.R-project.org/package=betareg to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.